Report

Dataset statistics

Number of variables	21
Number of observations	16
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	2.8 KiB
Average record size in memory	176.0 B

Variable types

DateTime	1
Numeric	20

Alerts

`dispute` is highly correlated with `total` and 4 other fields	High correlation
`non_violent_crises` is highly correlated with `violent_crises` and 8 other fields	High correlation
`violent_crises` is highly correlated with `non_violent_crises` and 9 other fields	High correlation
`limited_wars` is highly correlated with `non_violent_crises` and 4 other fields	High correlation
`wars` is highly correlated with `non_violent_crises` and 11 other fields	High correlation
`total` is highly correlated with `dispute` and 8 other fields	High correlation
`gdp_ger` is highly correlated with `wars` and 8 other fields	High correlation
`gdp_fra` is highly correlated with `dispute` and 7 other fields	High correlation
`gdp_ita` is highly correlated with `dispute` and 1 other fields	High correlation
`gdp_jpn` is highly correlated with `dispute` and 5 other fields	High correlation
`gdp_can` is highly correlated with `non_violent_crises` and 14 other fields	High correlation
`gdp_rus` is highly correlated with `wars` and 9 other fields	High correlation
`gdp_usa` is highly correlated with `non_violent_crises` and 9 other fields	High correlation
`gdp_bra` is highly correlated with `dispute` and 8 other fields	High correlation
`gdp_ind` is highly correlated with `non_violent_crises` and 9 other fields	High correlation
`gdp_mex` is highly correlated with `violent_crises` and 12 other fields	High correlation
`gdp_zaf` is highly correlated with `total` and 6 other fields	High correlation
`gdp_chn` is highly correlated with `non_violent_crises` and 9 other fields	High correlation
`gdp_wld` is highly correlated with `non_violent_crises` and 10 other fields	High correlation
`dispute` is highly correlated with `total` and 5 other fields	High correlation
`non_violent_crises` is highly correlated with `violent_crises` and 7 other fields	High correlation
`violent_crises` is highly correlated with `non_violent_crises` and 12 other fields	High correlation
`limited_wars` is highly correlated with `non_violent_crises` and 3 other fields	High correlation
`wars` is highly correlated with `non_violent_crises` and 12 other fields	High correlation
`total` is highly correlated with `dispute` and 10 other fields	High correlation
`gdp_ger` is highly correlated with `violent_crises` and 12 other fields	High correlation
`gdp_fra` is highly correlated with `total` and 8 other fields	High correlation
`gdp_ita` is highly correlated with `dispute` and 2 other fields	High correlation
`gdp_jpn` is highly correlated with `dispute` and 4 other fields	High correlation
`gdp_can` is highly correlated with `violent_crises` and 13 other fields	High correlation
`gdp_rus` is highly correlated with `dispute` and 11 other fields	High correlation
`gdp_usa` is highly correlated with `non_violent_crises` and 9 other fields	High correlation
`gdp_gbr` is highly correlated with `gdp_mex`	High correlation
`gdp_bra` is highly correlated with `dispute` and 11 other fields	High correlation
`gdp_ind` is highly correlated with `non_violent_crises` and 9 other fields	High correlation
`gdp_mex` is highly correlated with `violent_crises` and 13 other fields	High correlation
`gdp_zaf` is highly correlated with `dispute` and 11 other fields	High correlation
`gdp_chn` is highly correlated with `non_violent_crises` and 9 other fields	High correlation
`gdp_wld` is highly correlated with `non_violent_crises` and 13 other fields	High correlation
`non_violent_crises` is highly correlated with `violent_crises` and 3 other fields	High correlation
`violent_crises` is highly correlated with `non_violent_crises` and 6 other fields	High correlation
`wars` is highly correlated with `non_violent_crises` and 5 other fields	High correlation
`total` is highly correlated with `violent_crises` and 5 other fields	High correlation
`gdp_ger` is highly correlated with `gdp_fra` and 6 other fields	High correlation
`gdp_fra` is highly correlated with `gdp_ger` and 2 other fields	High correlation
`gdp_ita` is highly correlated with `gdp_fra`	High correlation
`gdp_can` is highly correlated with `wars` and 7 other fields	High correlation
`gdp_rus` is highly correlated with `total` and 6 other fields	High correlation
`gdp_usa` is highly correlated with `violent_crises` and 5 other fields	High correlation
`gdp_bra` is highly correlated with `wars` and 5 other fields	High correlation
`gdp_ind` is highly correlated with `non_violent_crises` and 5 other fields	High correlation
`gdp_mex` is highly correlated with `total` and 6 other fields	High correlation
`gdp_zaf` is highly correlated with `gdp_can` and 2 other fields	High correlation
`gdp_chn` is highly correlated with `non_violent_crises` and 4 other fields	High correlation
`gdp_wld` is highly correlated with `violent_crises` and 7 other fields	High correlation
`year` is highly correlated with `dispute` and 19 other fields	High correlation
`dispute` is highly correlated with `year` and 15 other fields	High correlation
`non_violent_crises` is highly correlated with `year` and 13 other fields	High correlation
`violent_crises` is highly correlated with `year` and 12 other fields	High correlation
`limited_wars` is highly correlated with `year` and 4 other fields	High correlation
`wars` is highly correlated with `year` and 6 other fields	High correlation
`total` is highly correlated with `year` and 12 other fields	High correlation
`gdp_ger` is highly correlated with `year` and 10 other fields	High correlation
`gdp_fra` is highly correlated with `year` and 15 other fields	High correlation
`gdp_ita` is highly correlated with `year` and 13 other fields	High correlation
`gdp_jpn` is highly correlated with `year` and 12 other fields	High correlation
`gdp_can` is highly correlated with `year` and 15 other fields	High correlation
`gdp_rus` is highly correlated with `year` and 12 other fields	High correlation
`gdp_usa` is highly correlated with `year` and 14 other fields	High correlation
`gdp_gbr` is highly correlated with `year` and 9 other fields	High correlation
`gdp_bra` is highly correlated with `year` and 15 other fields	High correlation
`gdp_ind` is highly correlated with `year` and 16 other fields	High correlation
`gdp_mex` is highly correlated with `year` and 12 other fields	High correlation
`gdp_zaf` is highly correlated with `year` and 11 other fields	High correlation
`gdp_chn` is highly correlated with `year` and 16 other fields	High correlation
`gdp_wld` is highly correlated with `year` and 12 other fields	High correlation
`year` has unique values	Unique
`violent_crises` has unique values	Unique
`total` has unique values	Unique
`gdp_ger` has unique values	Unique
`gdp_fra` has unique values	Unique
`gdp_ita` has unique values	Unique
`gdp_jpn` has unique values	Unique
`gdp_can` has unique values	Unique
`gdp_rus` has unique values	Unique
`gdp_usa` has unique values	Unique
`gdp_gbr` has unique values	Unique
`gdp_bra` has unique values	Unique
`gdp_ind` has unique values	Unique
`gdp_mex` has unique values	Unique
`gdp_zaf` has unique values	Unique
`gdp_chn` has unique values	Unique
`gdp_wld` has unique values	Unique

Reproduction

Analysis started	2022-07-04 11:37:21.351436
Analysis finished	2022-07-04 11:38:02.478000
Duration	41.13 seconds
Software version	pandas-profiling v3.2.0
Download configuration	config.json

year
Date

HIGH CORRELATION
UNIQUE

Distinct	16
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	256.0 B

Minimum	1970-01-01 00:00:00.000002
Maximum	1970-01-01 00:00:00.000002

Histogram

Histogram with fixed size bins (bins=16)

dispute
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	14
Distinct (%)	87.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	84.375

Minimum	63
Maximum	107
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	256.0 B

Quantile statistics

Minimum	63
5-th percentile	66.75
Q1	70.5
median	80.5
Q3	97.5
95-th percentile	107
Maximum	107
Range	44
Interquartile range (IQR)	27

Descriptive statistics

Standard deviation	15.61996586
Coefficient of variation (CV)	0.1851255213
Kurtosis	-1.540707544
Mean	84.375
Median Absolute Deviation (MAD)	12.5
Skewness	0.2549791868
Sum	1350
Variance	243.9833333
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=14)

Value	Count	Frequency (%)
107	2	12.5%
68	2	12.5%
63	1	6.2%
72	1	6.2%
79	1	6.2%
82	1	6.2%
95	1	6.2%
106	1	6.2%
99	1	6.2%
97	1	6.2%
Other values (4)	4	25.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
63	1	6.2%
68	2	12.5%
69	1	6.2%
71	1	6.2%
72	1	6.2%
77	1	6.2%
79	1	6.2%
82	1	6.2%
90	1	6.2%
95	1	6.2%

Value	Count	Frequency (%)
107	2	12.5%
106	1	6.2%
99	1	6.2%
97	1	6.2%
95	1	6.2%
90	1	6.2%
82	1	6.2%
79	1	6.2%
77	1	6.2%
72	1	6.2%

non_violent_crises
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	15
Distinct (%)	93.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	94.5

Minimum	70
Maximum	130
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	256.0 B

Quantile statistics

Minimum	70
5-th percentile	71.5
Q1	82.75
median	88
Q3	109.5
95-th percentile	127
Maximum	130
Range	60
Interquartile range (IQR)	26.75

Descriptive statistics

Standard deviation	18.82197297
Coefficient of variation (CV)	0.1991743172
Kurtosis	-0.6739379008
Mean	94.5
Median Absolute Deviation (MAD)	8.5
Skewness	0.7089213253
Sum	1512
Variance	354.2666667
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=15)

Value	Count	Frequency (%)
88	2	12.5%
93	1	6.2%
114	1	6.2%
126	1	6.2%
130	1	6.2%
118	1	6.2%
108	1	6.2%
87	1	6.2%
85	1	6.2%
82	1	6.2%
Other values (5)	5	31.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
70	1	6.2%
72	1	6.2%
77	1	6.2%
82	1	6.2%
83	1	6.2%
85	1	6.2%
87	1	6.2%
88	2	12.5%
91	1	6.2%
93	1	6.2%

Value	Count	Frequency (%)
130	1	6.2%
126	1	6.2%
118	1	6.2%
114	1	6.2%
108	1	6.2%
93	1	6.2%
91	1	6.2%
88	2	12.5%
87	1	6.2%
85	1	6.2%

violent_crises
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
UNIQUE

Distinct	16
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	150.9375

Minimum	90
Maximum	190
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	256.0 B

Quantile statistics

Minimum	90
5-th percentile	99
Q1	109.25
median	165.5
Q3	180.25
95-th percentile	188.5
Maximum	190
Range	100
Interquartile range (IQR)	71

Descriptive statistics

Standard deviation	36.24080343
Coefficient of variation (CV)	0.2401047018
Kurtosis	-1.457733166
Mean	150.9375
Median Absolute Deviation (MAD)	20
Skewness	-0.5732856418
Sum	2415
Variance	1313.395833
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=16)

Value	Count	Frequency (%)
90	1	6.2%
104	1	6.2%
107	1	6.2%
102	1	6.2%
110	1	6.2%
139	1	6.2%
155	1	6.2%
177	1	6.2%
178	1	6.2%
181	1	6.2%
Other values (6)	6	37.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
90	1	6.2%
102	1	6.2%
104	1	6.2%
107	1	6.2%
110	1	6.2%
139	1	6.2%
155	1	6.2%
158	1	6.2%
173	1	6.2%
177	1	6.2%

Value	Count	Frequency (%)
190	1	6.2%
188	1	6.2%
183	1	6.2%
181	1	6.2%
180	1	6.2%
178	1	6.2%
177	1	6.2%
173	1	6.2%
158	1	6.2%
155	1	6.2%

limited_wars
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	10
Distinct (%)	62.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	24.1875

Minimum	16
Maximum	31
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	256.0 B

Quantile statistics

Minimum	16
5-th percentile	18.25
Q1	21.75
median	25
Q3	26
95-th percentile	30.25
Maximum	31
Range	15
Interquartile range (IQR)	4.25

Descriptive statistics

Standard deviation	4.16683333
Coefficient of variation (CV)	0.172272179
Kurtosis	-0.2284627711
Mean	24.1875
Median Absolute Deviation (MAD)	2.5
Skewness	-0.1575500079
Sum	387
Variance	17.3625
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
25	4	25.0%
26	2	12.5%
30	2	12.5%
19	2	12.5%
22	1	6.2%
31	1	6.2%
24	1	6.2%
21	1	6.2%
16	1	6.2%
23	1	6.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
16	1	6.2%
19	2	12.5%
21	1	6.2%
22	1	6.2%
23	1	6.2%
24	1	6.2%
25	4	25.0%
26	2	12.5%
30	2	12.5%
31	1	6.2%

Value	Count	Frequency (%)
31	1	6.2%
30	2	12.5%
26	2	12.5%
25	4	25.0%
24	1	6.2%
23	1	6.2%
22	1	6.2%
21	1	6.2%
19	2	12.5%
16	1	6.2%

wars
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	10
Distinct (%)	62.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	14

Minimum	2
Maximum	21
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	256.0 B

Quantile statistics

Minimum	2
5-th percentile	5
Q1	7.5
median	17
Q3	19.25
95-th percentile	20.25
Maximum	21
Range	19
Interquartile range (IQR)	11.75

Descriptive statistics

Standard deviation	6.582805886
Coefficient of variation (CV)	0.4702004204
Kurtosis	-1.406969764
Mean	14
Median Absolute Deviation (MAD)	3
Skewness	-0.5785301457
Sum	224
Variance	43.33333333
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
6	3	18.8%
20	3	18.8%
19	3	18.8%
2	1	6.2%
9	1	6.2%
8	1	6.2%
18	1	6.2%
16	1	6.2%
15	1	6.2%
21	1	6.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2	1	6.2%
6	3	18.8%
8	1	6.2%
9	1	6.2%
15	1	6.2%
16	1	6.2%
18	1	6.2%
19	3	18.8%
20	3	18.8%
21	1	6.2%

Value	Count	Frequency (%)
21	1	6.2%
20	3	18.8%
19	3	18.8%
18	1	6.2%
16	1	6.2%
15	1	6.2%
9	1	6.2%
8	1	6.2%
6	3	18.8%
2	1	6.2%

total
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
UNIQUE

Distinct	16
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	368

Minimum	274
Maximum	418
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	256.0 B

Quantile statistics

Minimum	274
5-th percentile	313
Q1	356.75
median	369
Q3	391.25
95-th percentile	412
Maximum	418
Range	144
Interquartile range (IQR)	34.5

Descriptive statistics

Standard deviation	35.55090247
Coefficient of variation (CV)	0.09660571324
Kurtosis	2.194012998
Mean	368
Median Absolute Deviation (MAD)	17
Skewness	-1.051035019
Sum	5888
Variance	1263.866667
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=16)

Value	Count	Frequency (%)
274	1	6.2%
326	1	6.2%
344	1	6.2%
353	1	6.2%
368	1	6.2%
370	1	6.2%
387	1	6.2%
405	1	6.2%
418	1	6.2%
410	1	6.2%
Other values (6)	6	37.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
274	1	6.2%
326	1	6.2%
344	1	6.2%
353	1	6.2%
358	1	6.2%
359	1	6.2%
365	1	6.2%
368	1	6.2%
370	1	6.2%
371	1	6.2%

Value	Count	Frequency (%)
418	1	6.2%
410	1	6.2%
405	1	6.2%
404	1	6.2%
387	1	6.2%
376	1	6.2%
371	1	6.2%
370	1	6.2%
368	1	6.2%
365	1	6.2%

gdp_ger
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
UNIQUE

Distinct	16
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.559561875 × 10¹²

Minimum	2.84686 × 10¹²
Maximum	3.97729 × 10¹²
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	256.0 B

Quantile statistics

Minimum	2.84686 × 10¹²
5-th percentile	2.95774 × 10¹²
Q1	3.4083625 × 10¹²
median	3.608995 × 10¹²
Q3	3.773585 × 10¹²
95-th percentile	3.91114 × 10¹²
Maximum	3.97729 × 10¹²
Range	1.13043 × 10¹²
Interquartile range (IQR)	3.652225 × 10¹¹

Descriptive statistics

Standard deviation	3.197868537 × 10¹¹
Coefficient of variation (CV)	0.08983882425
Kurtosis	0.3631186069
Mean	3.559561875 × 10¹²
Median Absolute Deviation (MAD)	2.0353 × 10¹¹
Skewness	-0.8675955451
Sum	5.695299 × 10¹³
Variance	1.022636318 × 10²³
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=16)

Value	Count	Frequency (%)
2.84686 × 10¹²	1	6.2%
2.9947 × 10¹²	1	6.2%
3.42558 × 10¹²	1	6.2%
3.74526 × 10¹²	1	6.2%
3.41126 × 10¹²	1	6.2%
3.39967 × 10¹²	1	6.2%
3.74931 × 10¹²	1	6.2%
3.52714 × 10¹²	1	6.2%
3.7338 × 10¹²	1	6.2%
3.88909 × 10¹²	1	6.2%
Other values (6)	6	37.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2.84686 × 10¹²	1	6.2%
2.9947 × 10¹²	1	6.2%
3.35759 × 10¹²	1	6.2%
3.39967 × 10¹²	1	6.2%
3.41126 × 10¹²	1	6.2%
3.42558 × 10¹²	1	6.2%
3.46985 × 10¹²	1	6.2%
3.52714 × 10¹²	1	6.2%
3.69085 × 10¹²	1	6.2%
3.7338 × 10¹²	1	6.2%

Value	Count	Frequency (%)
3.97729 × 10¹²	1	6.2%
3.88909 × 10¹²	1	6.2%
3.88833 × 10¹²	1	6.2%
3.84641 × 10¹²	1	6.2%
3.74931 × 10¹²	1	6.2%
3.74526 × 10¹²	1	6.2%
3.7338 × 10¹²	1	6.2%
3.69085 × 10¹²	1	6.2%
3.52714 × 10¹²	1	6.2%
3.46985 × 10¹²	1	6.2%

gdp_fra
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
UNIQUE

Distinct	16
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.64553625 × 10¹²

Minimum	2.19695 × 10¹²
Maximum	2.9303 × 10¹²
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	256.0 B

Quantile statistics

Minimum	2.19695 × 10¹²
5-th percentile	2.2896425 × 10¹²
Q1	2.5646025 × 10¹²
median	2.67213 × 10¹²
Q3	2.79619 × 10¹²
95-th percentile	2.881445 × 10¹²
Maximum	2.9303 × 10¹²
Range	7.3335 × 10¹¹
Interquartile range (IQR)	2.315875 × 10¹¹

Descriptive statistics

Standard deviation	2.026647068 × 10¹¹
Coefficient of variation (CV)	0.07660628609
Kurtosis	0.2181928739
Mean	2.64553625 × 10¹²
Median Absolute Deviation (MAD)	1.2929 × 10¹¹
Skewness	-0.7978294731
Sum	4.232858 × 10¹³
Variance	4.10729834 × 10²²
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=16)

Value	Count	Frequency (%)
2.19695 × 10¹²	1	6.2%
2.32054 × 10¹²	1	6.2%
2.66059 × 10¹²	1	6.2%
2.9303 × 10¹²	1	6.2%
2.70089 × 10¹²	1	6.2%
2.64519 × 10¹²	1	6.2%
2.86516 × 10¹²	1	6.2%
2.68367 × 10¹²	1	6.2%
2.81188 × 10¹²	1	6.2%
2.85596 × 10¹²	1	6.2%
Other values (6)	6	37.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2.19695 × 10¹²	1	6.2%
2.32054 × 10¹²	1	6.2%
2.43919 × 10¹²	1	6.2%
2.47296 × 10¹²	1	6.2%
2.59515 × 10¹²	1	6.2%
2.63032 × 10¹²	1	6.2%
2.64519 × 10¹²	1	6.2%
2.66059 × 10¹²	1	6.2%
2.68367 × 10¹²	1	6.2%
2.70089 × 10¹²	1	6.2%

Value	Count	Frequency (%)
2.9303 × 10¹²	1	6.2%
2.86516 × 10¹²	1	6.2%
2.85596 × 10¹²	1	6.2%
2.81188 × 10¹²	1	6.2%
2.79096 × 10¹²	1	6.2%
2.72887 × 10¹²	1	6.2%
2.70089 × 10¹²	1	6.2%
2.68367 × 10¹²	1	6.2%
2.66059 × 10¹²	1	6.2%
2.64519 × 10¹²	1	6.2%

gdp_ita
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
UNIQUE

Distinct	16
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.069810625 × 10¹²

Minimum	1.83664 × 10¹²
Maximum	2.40866 × 10¹²
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	256.0 B

Quantile statistics

Minimum	1.83664 × 10¹²
5-th percentile	1.852825 × 10¹²
Q1	1.93434 × 10¹²
median	2.089445 × 10¹²
Q3	2.17149 × 10¹²
95-th percentile	2.3234075 × 10¹²
Maximum	2.40866 × 10¹²
Range	5.7202 × 10¹¹
Interquartile range (IQR)	2.3715 × 10¹¹

Descriptive statistics

Standard deviation	1.674777545 × 10¹¹
Coefficient of variation (CV)	0.08091453028
Kurtosis	-0.6242644172
Mean	2.069810625 × 10¹²
Median Absolute Deviation (MAD)	1.2565 × 10¹¹
Skewness	0.2994897783
Sum	3.311697 × 10¹³
Variance	2.804879825 × 10²²
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=16)

Value	Count	Frequency (%)
1.85822 × 10¹²	1	6.2%
1.94955 × 10¹²	1	6.2%
2.2131 × 10¹²	1	6.2%
2.40866 × 10¹²	1	6.2%
2.19993 × 10¹²	1	6.2%
2.1361 × 10¹²	1	6.2%
2.29499 × 10¹²	1	6.2%
2.08696 × 10¹²	1	6.2%
2.14192 × 10¹²	1	6.2%
2.16201 × 10¹²	1	6.2%
Other values (6)	6	37.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1.83664 × 10¹²	1	6.2%
1.85822 × 10¹²	1	6.2%
1.87707 × 10¹²	1	6.2%
1.88871 × 10¹²	1	6.2%
1.94955 × 10¹²	1	6.2%
1.9618 × 10¹²	1	6.2%
2.00938 × 10¹²	1	6.2%
2.08696 × 10¹²	1	6.2%
2.09193 × 10¹²	1	6.2%
2.1361 × 10¹²	1	6.2%

Value	Count	Frequency (%)
2.40866 × 10¹²	1	6.2%
2.29499 × 10¹²	1	6.2%
2.2131 × 10¹²	1	6.2%
2.19993 × 10¹²	1	6.2%
2.16201 × 10¹²	1	6.2%
2.14192 × 10¹²	1	6.2%
2.1361 × 10¹²	1	6.2%
2.09193 × 10¹²	1	6.2%
2.08696 × 10¹²	1	6.2%
2.00938 × 10¹²	1	6.2%

gdp_jpn
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
UNIQUE

Distinct	16
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	5.150364375 × 10¹²

Minimum	4.44493 × 10¹²
Maximum	6.27236 × 10¹²
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	256.0 B

Quantile statistics

Minimum	4.44493 × 10¹²
5-th percentile	4.546045 × 10¹²
Q1	4.88061 × 10¹²
median	5.047325 × 10¹²
Q3	5.23162 × 10¹²
95-th percentile	6.2429525 × 10¹²
Maximum	6.27236 × 10¹²
Range	1.82743 × 10¹²
Interquartile range (IQR)	3.5101 × 10¹¹

Descriptive statistics

Standard deviation	5.296724972 × 10¹¹
Coefficient of variation (CV)	0.1028417523
Kurtosis	0.7960793162
Mean	5.150364375 × 10¹²
Median Absolute Deviation (MAD)	1.9043 × 10¹¹
Skewness	1.099057384
Sum	8.240583 × 10¹³
Variance	2.805529543 × 10²³
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=16)

Value	Count	Frequency (%)
4.83147 × 10¹²	1	6.2%
4.60166 × 10¹²	1	6.2%
4.57975 × 10¹²	1	6.2%
5.10668 × 10¹²	1	6.2%
5.28949 × 10¹²	1	6.2%
5.75907 × 10¹²	1	6.2%
6.23315 × 10¹²	1	6.2%
6.27236 × 10¹²	1	6.2%
5.21233 × 10¹²	1	6.2%
4.89699 × 10¹²	1	6.2%
Other values (6)	6	37.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
4.44493 × 10¹²	1	6.2%
4.57975 × 10¹²	1	6.2%
4.60166 × 10¹²	1	6.2%
4.83147 × 10¹²	1	6.2%
4.89699 × 10¹²	1	6.2%
4.93084 × 10¹²	1	6.2%
5.00368 × 10¹²	1	6.2%
5.03689 × 10¹²	1	6.2%
5.05776 × 10¹²	1	6.2%
5.10668 × 10¹²	1	6.2%

Value	Count	Frequency (%)
6.27236 × 10¹²	1	6.2%
6.23315 × 10¹²	1	6.2%
5.75907 × 10¹²	1	6.2%
5.28949 × 10¹²	1	6.2%
5.21233 × 10¹²	1	6.2%
5.14878 × 10¹²	1	6.2%
5.10668 × 10¹²	1	6.2%
5.05776 × 10¹²	1	6.2%
5.03689 × 10¹²	1	6.2%
5.00368 × 10¹²	1	6.2%

gdp_can
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
UNIQUE

Distinct	16
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.60167125 × 10¹²

Minimum	1.17311 × 10¹²
Maximum	1.8466 × 10¹²
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	256.0 B

Quantile statistics

Minimum	1.17311 × 10¹²
5-th percentile	1.2827225 × 10¹²
Q1	1.5131975 × 10¹²
median	1.63138 × 10¹²
Q3	1.7548475 × 10¹²
95-th percentile	1.8329275 × 10¹²
Maximum	1.8466 × 10¹²
Range	6.7349 × 10¹¹
Interquartile range (IQR)	2.4165 × 10¹¹

Descriptive statistics

Standard deviation	1.95215157 × 10¹¹
Coefficient of variation (CV)	0.1218821634
Kurtosis	-0.06889749863
Mean	1.60167125 × 10¹²
Median Absolute Deviation (MAD)	1.36295 × 10¹¹
Skewness	-0.7082639053
Sum	2.562674 × 10¹³
Variance	3.810895751 × 10²²
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=16)

Value	Count	Frequency (%)
1.17311 × 10¹²	1	6.2%
1.31926 × 10¹²	1	6.2%
1.46882 × 10¹²	1	6.2%
1.55299 × 10¹²	1	6.2%
1.37463 × 10¹²	1	6.2%
1.61734 × 10¹²	1	6.2%
1.79333 × 10¹²	1	6.2%
1.82837 × 10¹²	1	6.2%
1.8466 × 10¹²	1	6.2%
1.80575 × 10¹²	1	6.2%
Other values (6)	6	37.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1.17311 × 10¹²	1	6.2%
1.31926 × 10¹²	1	6.2%
1.37463 × 10¹²	1	6.2%
1.46882 × 10¹²	1	6.2%
1.52799 × 10¹²	1	6.2%
1.55299 × 10¹²	1	6.2%
1.55651 × 10¹²	1	6.2%
1.61734 × 10¹²	1	6.2%
1.64542 × 10¹²	1	6.2%
1.64927 × 10¹²	1	6.2%

Value	Count	Frequency (%)
1.8466 × 10¹²	1	6.2%
1.82837 × 10¹²	1	6.2%
1.80575 × 10¹²	1	6.2%
1.79333 × 10¹²	1	6.2%
1.74202 × 10¹²	1	6.2%
1.72533 × 10¹²	1	6.2%
1.64927 × 10¹²	1	6.2%
1.64542 × 10¹²	1	6.2%
1.61734 × 10¹²	1	6.2%
1.55651 × 10¹²	1	6.2%

gdp_rus
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
UNIQUE

Distinct	16
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.569422375 × 10¹²

Minimum	7.64017 × 10¹¹
Maximum	2.29247 × 10¹²
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	256.0 B

Quantile statistics

Minimum	7.64017 × 10¹¹
5-th percentile	9.334525 × 10¹¹
Q1	1.29398 × 10¹²
median	1.54956 × 10¹²
Q3	1.77707 × 10¹²
95-th percentile	2.2293425 × 10¹²
Maximum	2.29247 × 10¹²
Range	1.528453 × 10¹²
Interquartile range (IQR)	4.8309 × 10¹¹

Descriptive statistics

Standard deviation	4.276200303 × 10¹¹
Coefficient of variation (CV)	0.2724696915
Kurtosis	-0.3957895742
Mean	1.569422375 × 10¹²
Median Absolute Deviation (MAD)	2.6131 × 10¹¹
Skewness	0.05328737967
Sum	2.5110758 × 10¹³
Variance	1.828588903 × 10²³
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=16)

Value	Count	Frequency (%)
7.64017 × 10¹¹	1	6.2%
9.89931 × 10¹¹	1	6.2%
1.29971 × 10¹²	1	6.2%
1.66085 × 10¹²	1	6.2%
1.22264 × 10¹²	1	6.2%
1.52492 × 10¹²	1	6.2%
2.04593 × 10¹²	1	6.2%
2.2083 × 10¹²	1	6.2%
2.29247 × 10¹²	1	6.2%
2.05924 × 10¹²	1	6.2%
Other values (6)	6	37.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
7.64017 × 10¹¹	1	6.2%
9.89931 × 10¹¹	1	6.2%
1.22264 × 10¹²	1	6.2%
1.27679 × 10¹²	1	6.2%
1.29971 × 10¹²	1	6.2%
1.36348 × 10¹²	1	6.2%
1.4835 × 10¹²	1	6.2%
1.52492 × 10¹²	1	6.2%
1.5742 × 10¹²	1	6.2%
1.65733 × 10¹²	1	6.2%

Value	Count	Frequency (%)
2.29247 × 10¹²	1	6.2%
2.2083 × 10¹²	1	6.2%
2.05924 × 10¹²	1	6.2%
2.04593 × 10¹²	1	6.2%
1.68745 × 10¹²	1	6.2%
1.66085 × 10¹²	1	6.2%
1.65733 × 10¹²	1	6.2%
1.5742 × 10¹²	1	6.2%
1.52492 × 10¹²	1	6.2%
1.4835 × 10¹²	1	6.2%

gdp_usa
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
UNIQUE

Distinct	16
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.69395625 × 10¹³

Minimum	1.30366 × 10¹³
Maximum	2.14332 × 10¹³
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	256.0 B

Quantile statistics

Minimum	1.30366 × 10¹³
5-th percentile	1.36201 × 10¹³
Q1	1.4647575 × 10¹³
median	1.64909 × 10¹³
Q3	1.8944575 × 10¹³
95-th percentile	2.107305 × 10¹³
Maximum	2.14332 × 10¹³
Range	8.3966 × 10¹²
Interquartile range (IQR)	4.297 × 10¹²

Descriptive statistics

Standard deviation	2.714463951 × 10¹²
Coefficient of variation (CV)	0.1602440412
Kurtosis	-1.220549636
Mean	1.69395625 × 10¹³
Median Absolute Deviation (MAD)	2.0405 × 10¹²
Skewness	0.3369507621
Sum	2.71033 × 10¹⁴
Variance	7.368314541 × 10²⁴
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=16)

Value	Count	Frequency (%)
1.30366 × 10¹³	1	6.2%
1.38146 × 10¹³	1	6.2%
1.44519 × 10¹³	1	6.2%
1.47128 × 10¹³	1	6.2%
1.44489 × 10¹³	1	6.2%
1.49921 × 10¹³	1	6.2%
1.55426 × 10¹³	1	6.2%
1.6197 × 10¹³	1	6.2%
1.67848 × 10¹³	1	6.2%
1.75272 × 10¹³	1	6.2%
Other values (6)	6	37.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1.30366 × 10¹³	1	6.2%
1.38146 × 10¹³	1	6.2%
1.44489 × 10¹³	1	6.2%
1.44519 × 10¹³	1	6.2%
1.47128 × 10¹³	1	6.2%
1.49921 × 10¹³	1	6.2%
1.55426 × 10¹³	1	6.2%
1.6197 × 10¹³	1	6.2%
1.67848 × 10¹³	1	6.2%
1.75272 × 10¹³	1	6.2%

Value	Count	Frequency (%)
2.14332 × 10¹³	1	6.2%
2.0953 × 10¹³	1	6.2%
2.06119 × 10¹³	1	6.2%
1.9543 × 10¹³	1	6.2%
1.87451 × 10¹³	1	6.2%
1.82383 × 10¹³	1	6.2%
1.75272 × 10¹³	1	6.2%
1.67848 × 10¹³	1	6.2%
1.6197 × 10¹³	1	6.2%
1.55426 × 10¹³	1	6.2%

gdp_gbr
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
UNIQUE

Distinct	16
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.776629375 × 10¹²

Minimum	2.4258 × 10¹²
Maximum	3.10618 × 10¹²
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	256.0 B

Quantile statistics

Minimum	2.4258 × 10¹²
5-th percentile	2.4747825 × 10¹²
Q1	2.6929875 × 10¹²
median	2.741325 × 10¹²
Q3	2.9103125 × 10¹²
95-th percentile	3.0919225 × 10¹²
Maximum	3.10618 × 10¹²
Range	6.8038 × 10¹¹
Interquartile range (IQR)	2.17325 × 10¹¹

Descriptive statistics

Standard deviation	1.957917678 × 10¹¹
Coefficient of variation (CV)	0.07051418874
Kurtosis	-0.4517141964
Mean	2.776629375 × 10¹²
Median Absolute Deviation (MAD)	1.48405 × 10¹¹
Skewness	-0.02195469218
Sum	4.442607 × 10¹³
Variance	3.833441634 × 10²²
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=16)

Value	Count	Frequency (%)
2.54483 × 10¹²	1	6.2%
2.71706 × 10¹²	1	6.2%
3.10618 × 10¹²	1	6.2%
2.93888 × 10¹²	1	6.2%
2.4258 × 10¹²	1	6.2%
2.49111 × 10¹²	1	6.2%
2.67489 × 10¹²	1	6.2%
2.71916 × 10¹²	1	6.2%
2.80329 × 10¹²	1	6.2%
3.08717 × 10¹²	1	6.2%
Other values (6)	6	37.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2.4258 × 10¹²	1	6.2%
2.49111 × 10¹²	1	6.2%
2.54483 × 10¹²	1	6.2%
2.67489 × 10¹²	1	6.2%
2.69902 × 10¹²	1	6.2%
2.71706 × 10¹²	1	6.2%
2.71916 × 10¹²	1	6.2%
2.72285 × 10¹²	1	6.2%
2.7598 × 10¹²	1	6.2%
2.80329 × 10¹²	1	6.2%

Value	Count	Frequency (%)
3.10618 × 10¹²	1	6.2%
3.08717 × 10¹²	1	6.2%
2.95657 × 10¹²	1	6.2%
2.93888 × 10¹²	1	6.2%
2.90079 × 10¹²	1	6.2%
2.87867 × 10¹²	1	6.2%
2.80329 × 10¹²	1	6.2%
2.7598 × 10¹²	1	6.2%
2.72285 × 10¹²	1	6.2%
2.71916 × 10¹²	1	6.2%

gdp_bra
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
UNIQUE

Distinct	16
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.867450875 × 10¹²

Minimum	8.91634 × 10¹¹
Maximum	2.61616 × 10¹²
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	256.0 B

Quantile statistics

Minimum	8.91634 × 10¹¹
5-th percentile	1.053631 × 10¹²
Q1	1.6114325 × 10¹²
median	1.840015 × 10¹²
Q3	2.27064 × 10¹²
95-th percentile	2.508655 × 10¹²
Maximum	2.61616 × 10¹²
Range	1.724526 × 10¹²
Interquartile range (IQR)	6.592075 × 10¹¹

Descriptive statistics

Standard deviation	5.031133324 × 10¹¹
Coefficient of variation (CV)	0.2694118165
Kurtosis	-0.5446859722
Mean	1.867450875 × 10¹²
Median Absolute Deviation (MAD)	3.82055 × 10¹¹
Skewness	-0.2720249931
Sum	2.9879214 × 10¹³
Variance	2.531230252 × 10²³
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=16)

Value	Count	Frequency (%)
8.91634 × 10¹¹	1	6.2%
1.10763 × 10¹²	1	6.2%
1.39711 × 10¹²	1	6.2%
1.69586 × 10¹²	1	6.2%
1.667 × 10¹²	1	6.2%
2.20884 × 10¹²	1	6.2%
2.61616 × 10¹²	1	6.2%
2.46523 × 10¹²	1	6.2%
2.47282 × 10¹²	1	6.2%
2.45604 × 10¹²	1	6.2%
Other values (6)	6	37.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
8.91634 × 10¹¹	1	6.2%
1.10763 × 10¹²	1	6.2%
1.39711 × 10¹²	1	6.2%
1.44473 × 10¹²	1	6.2%
1.667 × 10¹²	1	6.2%
1.69586 × 10¹²	1	6.2%
1.79569 × 10¹²	1	6.2%
1.80221 × 10¹²	1	6.2%
1.87782 × 10¹²	1	6.2%
1.91693 × 10¹²	1	6.2%

Value	Count	Frequency (%)
2.61616 × 10¹²	1	6.2%
2.47282 × 10¹²	1	6.2%
2.46523 × 10¹²	1	6.2%
2.45604 × 10¹²	1	6.2%
2.20884 × 10¹²	1	6.2%
2.06351 × 10¹²	1	6.2%
1.91693 × 10¹²	1	6.2%
1.87782 × 10¹²	1	6.2%
1.80221 × 10¹²	1	6.2%
1.79569 × 10¹²	1	6.2%

gdp_ind
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
UNIQUE

Distinct	16
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.87637825 × 10¹²

Minimum	8.20382 × 10¹¹
Maximum	2.8705 × 10¹²
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	256.0 B

Quantile statistics

Minimum	8.20382 × 10¹¹
5-th percentile	9.102905 × 10¹¹
Q1	1.3106025 × 10¹²
median	1.84218 × 10¹²
Q3	2.3839675 × 10¹²
95-th percentile	2.7434575 × 10¹²
Maximum	2.8705 × 10¹²
Range	2.050118 × 10¹²
Interquartile range (IQR)	1.073365 × 10¹²

Descriptive statistics

Standard deviation	6.508458556 × 10¹¹
Coefficient of variation (CV)	0.3468628223
Kurtosis	-1.09546485
Mean	1.87637825 × 10¹²
Median Absolute Deviation (MAD)	5.62865 × 10¹¹
Skewness	-0.04888671823
Sum	3.0022052 × 10¹³
Variance	4.236003277 × 10²³
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=16)

Value	Count	Frequency (%)
8.20382 × 10¹¹	1	6.2%
9.4026 × 10¹¹	1	6.2%
1.21674 × 10¹²	1	6.2%
1.1989 × 10¹²	1	6.2%
1.34189 × 10¹²	1	6.2%
1.67562 × 10¹²	1	6.2%
1.82305 × 10¹²	1	6.2%
1.82764 × 10¹²	1	6.2%
1.85672 × 10¹²	1	6.2%
2.03913 × 10¹²	1	6.2%
Other values (6)	6	37.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
8.20382 × 10¹¹	1	6.2%
9.4026 × 10¹¹	1	6.2%
1.1989 × 10¹²	1	6.2%
1.21674 × 10¹²	1	6.2%
1.34189 × 10¹²	1	6.2%
1.67562 × 10¹²	1	6.2%
1.82305 × 10¹²	1	6.2%
1.82764 × 10¹²	1	6.2%
1.85672 × 10¹²	1	6.2%
2.03913 × 10¹²	1	6.2%

Value	Count	Frequency (%)
2.8705 × 10¹²	1	6.2%
2.70111 × 10¹²	1	6.2%
2.66025 × 10¹²	1	6.2%
2.65147 × 10¹²	1	6.2%
2.2948 × 10¹²	1	6.2%
2.10359 × 10¹²	1	6.2%
2.03913 × 10¹²	1	6.2%
1.85672 × 10¹²	1	6.2%
1.82764 × 10¹²	1	6.2%
1.82305 × 10¹²	1	6.2%

gdp_mex
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
UNIQUE

Distinct	16
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.119987375 × 10¹²

Minimum	8.77476 × 10¹¹
Maximum	1.31535 × 10¹²
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	256.0 B

Quantile statistics

Minimum	8.77476 × 10¹¹
5-th percentile	8.9440275 × 10¹¹
Q1	1.056525 × 10¹²
median	1.13445 × 10¹²
Q3	1.20642 × 10¹²
95-th percentile	1.2846675 × 10¹²
Maximum	1.31535 × 10¹²
Range	4.37874 × 10¹¹
Interquartile range (IQR)	1.49895 × 10¹¹

Descriptive statistics

Standard deviation	1.290285159 × 10¹¹
Coefficient of variation (CV)	0.1152053307
Kurtosis	-0.4807950413
Mean	1.119987375 × 10¹²
Median Absolute Deviation (MAD)	7.92 × 10¹⁰
Skewness	-0.4303968422
Sum	1.7919798 × 10¹³
Variance	1.664835791 × 10²²
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=16)

Value	Count	Frequency (%)
8.77476 × 10¹¹	1	6.2%
9.75387 × 10¹¹	1	6.2%
1.0527 × 10¹²	1	6.2%
1.10999 × 10¹²	1	6.2%
9.00045 × 10¹¹	1	6.2%
1.0578 × 10¹²	1	6.2%
1.18049 × 10¹²	1	6.2%
1.20109 × 10¹²	1	6.2%
1.27444 × 10¹²	1	6.2%
1.31535 × 10¹²	1	6.2%
Other values (6)	6	37.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
8.77476 × 10¹¹	1	6.2%
9.00045 × 10¹¹	1	6.2%
9.75387 × 10¹¹	1	6.2%
1.0527 × 10¹²	1	6.2%
1.0578 × 10¹²	1	6.2%
1.07392 × 10¹²	1	6.2%
1.07849 × 10¹²	1	6.2%
1.10999 × 10¹²	1	6.2%
1.15891 × 10¹²	1	6.2%
1.17187 × 10¹²	1	6.2%

Value	Count	Frequency (%)
1.31535 × 10¹²	1	6.2%
1.27444 × 10¹²	1	6.2%
1.26943 × 10¹²	1	6.2%
1.22241 × 10¹²	1	6.2%
1.20109 × 10¹²	1	6.2%
1.18049 × 10¹²	1	6.2%
1.17187 × 10¹²	1	6.2%
1.15891 × 10¹²	1	6.2%
1.10999 × 10¹²	1	6.2%
1.07849 × 10¹²	1	6.2%

gdp_zaf
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
UNIQUE

Distinct	16
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.65231625 × 10¹¹

Minimum	2.88868 × 10¹¹
Maximum	4.58202 × 10¹¹
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	256.0 B

Quantile statistics

Minimum	2.88868 × 10¹¹
5-th percentile	3.0011275 × 10¹¹
Q1	3.2821125 × 10¹¹
median	3.639545 × 10¹¹
Q3	4.01875 × 10¹¹
95-th percentile	4.4035125 × 10¹¹
Maximum	4.58202 × 10¹¹
Range	1.69334 × 10¹¹
Interquartile range (IQR)	7.366375 × 10¹⁰

Descriptive statistics

Standard deviation	4.985682399 × 10¹⁰
Coefficient of variation (CV)	0.1365074122
Kurtosis	-0.9669365717
Mean	3.65231625 × 10¹¹
Median Absolute Deviation (MAD)	3.865 × 10¹⁰
Skewness	0.2618885705
Sum	5.843706 × 10¹²
Variance	2.485702899 × 10²¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=16)

Value	Count	Frequency (%)
2.88868 × 10¹¹	1	6.2%
3.03861 × 10¹¹	1	6.2%
3.33075 × 10¹¹	1	6.2%
3.16132 × 10¹¹	1	6.2%
3.29753 × 10¹¹	1	6.2%
4.17365 × 10¹¹	1	6.2%
4.58202 × 10¹¹	1	6.2%
4.34401 × 10¹¹	1	6.2%
4.00886 × 10¹¹	1	6.2%
3.81199 × 10¹¹	1	6.2%
Other values (6)	6	37.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2.88868 × 10¹¹	1	6.2%
3.03861 × 10¹¹	1	6.2%
3.16132 × 10¹¹	1	6.2%
3.23586 × 10¹¹	1	6.2%
3.29753 × 10¹¹	1	6.2%
3.33075 × 10¹¹	1	6.2%
3.35442 × 10¹¹	1	6.2%
3.4671 × 10¹¹	1	6.2%
3.81199 × 10¹¹	1	6.2%
3.81449 × 10¹¹	1	6.2%

Value	Count	Frequency (%)
4.58202 × 10¹¹	1	6.2%
4.34401 × 10¹¹	1	6.2%
4.17365 × 10¹¹	1	6.2%
4.04842 × 10¹¹	1	6.2%
4.00886 × 10¹¹	1	6.2%
3.87935 × 10¹¹	1	6.2%
3.81449 × 10¹¹	1	6.2%
3.81199 × 10¹¹	1	6.2%
3.4671 × 10¹¹	1	6.2%
3.35442 × 10¹¹	1	6.2%

gdp_chn
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
UNIQUE

Distinct	16
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	8.625259375 × 10¹²

Minimum	2.28597 × 10¹²
Maximum	1.47227 × 10¹³
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	256.0 B

Quantile statistics

Minimum	2.28597 × 10¹²
5-th percentile	2.63559 × 10¹²
Q1	4.9748525 × 10¹²
median	9.05132 × 10¹²
Q3	1.1502575 × 10¹³
95-th percentile	1.43906 × 10¹³
Maximum	1.47227 × 10¹³
Range	1.243673 × 10¹³
Interquartile range (IQR)	6.5277225 × 10¹²

Descriptive statistics

Standard deviation	4.197298854 × 10¹²
Coefficient of variation (CV)	0.4866287113
Kurtosis	-1.338652603
Mean	8.625259375 × 10¹²
Median Absolute Deviation (MAD)	3.60435 × 10¹²
Skewness	-0.07379734009
Sum	1.3800415 × 10¹⁴
Variance	1.761731767 × 10²⁵
Monotonicity	Strictly increasing

Histogram with fixed size bins (bins=16)

Value	Count	Frequency (%)
2.28597 × 10¹²	1	6.2%
2.75213 × 10¹²	1	6.2%
3.55034 × 10¹²	1	6.2%
4.59431 × 10¹²	1	6.2%
5.1017 × 10¹²	1	6.2%
6.08716 × 10¹²	1	6.2%
7.5515 × 10¹²	1	6.2%
8.53223 × 10¹²	1	6.2%
9.57041 × 10¹²	1	6.2%
1.04757 × 10¹³	1	6.2%
Other values (6)	6	37.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2.28597 × 10¹²	1	6.2%
2.75213 × 10¹²	1	6.2%
3.55034 × 10¹²	1	6.2%
4.59431 × 10¹²	1	6.2%
5.1017 × 10¹²	1	6.2%
6.08716 × 10¹²	1	6.2%
7.5515 × 10¹²	1	6.2%
8.53223 × 10¹²	1	6.2%
9.57041 × 10¹²	1	6.2%
1.04757 × 10¹³	1	6.2%

Value	Count	Frequency (%)
1.47227 × 10¹³	1	6.2%
1.42799 × 10¹³	1	6.2%
1.38948 × 10¹³	1	6.2%
1.23104 × 10¹³	1	6.2%
1.12333 × 10¹³	1	6.2%
1.10616 × 10¹³	1	6.2%
1.04757 × 10¹³	1	6.2%
9.57041 × 10¹²	1	6.2%
8.53223 × 10¹²	1	6.2%
7.5515 × 10¹²	1	6.2%

gdp_wld
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
UNIQUE

Distinct	16
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	7.1655825 × 10¹³

Minimum	4.77779 × 10¹³
Maximum	8.75681 × 10¹³
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	256.0 B

Quantile statistics

Minimum	4.77779 × 10¹³
5-th percentile	5.07785 × 10¹³
Q1	6.3248875 × 10¹³
median	7.521435 × 10¹³
Q3	7.9987775 × 10¹³
95-th percentile	8.659775 × 10¹³
Maximum	8.75681 × 10¹³
Range	3.97902 × 10¹³
Interquartile range (IQR)	1.67389 × 10¹³

Descriptive statistics

Standard deviation	1.217141227 × 10¹³
Coefficient of variation (CV)	0.1698593558
Kurtosis	-0.6033356899
Mean	7.1655825 × 10¹³
Median Absolute Deviation (MAD)	9.12325 × 10¹²
Skewness	-0.6138191817
Sum	1.1464932 × 10¹⁵
Variance	1.481432767 × 10²⁶
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=16)

Value	Count	Frequency (%)
4.77779 × 10¹³	1	6.2%
5.17787 × 10¹³	1	6.2%
5.83375 × 10¹³	1	6.2%
6.40715 × 10¹³	1	6.2%
6.0781 × 10¹³	1	6.2%
6.65005 × 10¹³	1	6.2%
7.36715 × 10¹³	1	6.2%
7.53116 × 10¹³	1	6.2%
7.74432 × 10¹³	1	6.2%
7.95755 × 10¹³	1	6.2%
Other values (6)	6	37.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
4.77779 × 10¹³	1	6.2%
5.17787 × 10¹³	1	6.2%
5.83375 × 10¹³	1	6.2%
6.0781 × 10¹³	1	6.2%
6.40715 × 10¹³	1	6.2%
6.65005 × 10¹³	1	6.2%
7.36715 × 10¹³	1	6.2%
7.51171 × 10¹³	1	6.2%
7.53116 × 10¹³	1	6.2%
7.63132 × 10¹³	1	6.2%

Value	Count	Frequency (%)
8.75681 × 10¹³	1	6.2%
8.62743 × 10¹³	1	6.2%
8.4747 × 10¹³	1	6.2%
8.12246 × 10¹³	1	6.2%
7.95755 × 10¹³	1	6.2%
7.74432 × 10¹³	1	6.2%
7.63132 × 10¹³	1	6.2%
7.53116 × 10¹³	1	6.2%
7.51171 × 10¹³	1	6.2%
7.36715 × 10¹³	1	6.2%

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.

Count
Matrix

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows

	year	dispute	non_violent_crises	violent_crises	limited_wars	wars	total	gdp_ger	gdp_fra	gdp_ita	gdp_jpn	gdp_can	gdp_rus	gdp_usa	gdp_gbr	gdp_bra	gdp_ind	gdp_mex	gdp_zaf	gdp_chn	gdp_wld
0	1970-01-01 00:00:00.000002005	63	93	90	26	2	274	2846860000000	2196950000000	1858220000000	4831470000000	1173110000000	764017000000	13036600000000	2544830000000	891634000000	820382000000	877476000000	288868000000	2285970000000	47777900000000
1	1970-01-01 00:00:00.000002006	72	114	104	30	6	326	2994700000000	2320540000000	1949550000000	4601660000000	1319260000000	989931000000	13814600000000	2717060000000	1107630000000	940260000000	975387000000	303861000000	2752130000000	51778700000000
2	1970-01-01 00:00:00.000002007	79	126	107	26	6	344	3425580000000	2660590000000	2213100000000	4579750000000	1468820000000	1299710000000	14451900000000	3106180000000	1397110000000	1216740000000	1052700000000	333075000000	3550340000000	58337500000000
3	1970-01-01 00:00:00.000002008	82	130	102	30	9	353	3745260000000	2930300000000	2408660000000	5106680000000	1552990000000	1660850000000	14712800000000	2938880000000	1695860000000	1198900000000	1109990000000	316132000000	4594310000000	64071500000000
4	1970-01-01 00:00:00.000002009	107	118	110	25	8	368	3411260000000	2700890000000	2199930000000	5289490000000	1374630000000	1222640000000	14448900000000	2425800000000	1667000000000	1341890000000	900045000000	329753000000	5101700000000	60781000000000
5	1970-01-01 00:00:00.000002010	95	108	139	22	6	370	3399670000000	2645190000000	2136100000000	5759070000000	1617340000000	1524920000000	14992100000000	2491110000000	2208840000000	1675620000000	1057800000000	417365000000	6087160000000	66500500000000
6	1970-01-01 00:00:00.000002011	106	87	155	19	20	387	3749310000000	2865160000000	2294990000000	6233150000000	1793330000000	2045930000000	15542600000000	2674890000000	2616160000000	1823050000000	1180490000000	458202000000	7551500000000	73671500000000
7	1970-01-01 00:00:00.000002012	99	85	177	25	19	405	3527140000000	2683670000000	2086960000000	6272360000000	1828370000000	2208300000000	16197000000000	2719160000000	2465230000000	1827640000000	1201090000000	434401000000	8532230000000	75311600000000
8	1970-01-01 00:00:00.000002013	107	82	178	31	20	418	3733800000000	2811880000000	2141920000000	5212330000000	1846600000000	2292470000000	16784800000000	2803290000000	2472820000000	1856720000000	1274440000000	400886000000	9570410000000	77443200000000
9	1970-01-01 00:00:00.000002014	97	88	181	25	19	410	3889090000000	2855960000000	2162010000000	4896990000000	1805750000000	2059240000000	17527200000000	3087170000000	2456040000000	2039130000000	1315350000000	381199000000	10475700000000	79575500000000

Last rows

	year	dispute	non_violent_crises	violent_crises	limited_wars	wars	total	gdp_ger	gdp_fra	gdp_ita	gdp_jpn	gdp_can	gdp_rus	gdp_usa	gdp_gbr	gdp_bra	gdp_ind	gdp_mex	gdp_zaf	gdp_chn	gdp_wld
6	1970-01-01 00:00:00.000002011	106	87	155	19	20	387	3749310000000	2865160000000	2294990000000	6233150000000	1793330000000	2045930000000	15542600000000	2674890000000	2616160000000	1823050000000	1180490000000	458202000000	7551500000000	73671500000000
7	1970-01-01 00:00:00.000002012	99	85	177	25	19	405	3527140000000	2683670000000	2086960000000	6272360000000	1828370000000	2208300000000	16197000000000	2719160000000	2465230000000	1827640000000	1201090000000	434401000000	8532230000000	75311600000000
8	1970-01-01 00:00:00.000002013	107	82	178	31	20	418	3733800000000	2811880000000	2141920000000	5212330000000	1846600000000	2292470000000	16784800000000	2803290000000	2472820000000	1856720000000	1274440000000	400886000000	9570410000000	77443200000000
9	1970-01-01 00:00:00.000002014	97	88	181	25	19	410	3889090000000	2855960000000	2162010000000	4896990000000	1805750000000	2059240000000	17527200000000	3087170000000	2456040000000	2039130000000	1315350000000	381199000000	10475700000000	79575500000000
10	1970-01-01 00:00:00.000002015	90	88	183	24	19	404	3357590000000	2439190000000	1836640000000	4444930000000	1556510000000	1363480000000	18238300000000	2956570000000	1802210000000	2103590000000	1171870000000	346710000000	11061600000000	75117100000000
11	1970-01-01 00:00:00.000002016	77	72	188	21	18	376	3469850000000	2472960000000	1877070000000	5003680000000	1527990000000	1276790000000	18745100000000	2722850000000	1795690000000	2294800000000	1078490000000	323586000000	11233300000000	76313200000000
12	1970-01-01 00:00:00.000002017	68	77	190	16	20	371	3690850000000	2595150000000	1961800000000	4930840000000	1649270000000	1574200000000	19543000000000	2699020000000	2063510000000	2651470000000	1158910000000	381449000000	12310400000000	81224600000000
13	1970-01-01 00:00:00.000002018	68	83	173	25	16	365	3977290000000	2790960000000	2091930000000	5036890000000	1725330000000	1657330000000	20611900000000	2900790000000	1916930000000	2701110000000	1222410000000	404842000000	13894800000000	86274300000000
14	1970-01-01 00:00:00.000002019	71	91	158	23	15	358	3888330000000	2728870000000	2009380000000	5148780000000	1742020000000	1687450000000	21433200000000	2878670000000	1877820000000	2870500000000	1269430000000	387935000000	14279900000000	87568100000000
15	1970-01-01 00:00:00.000002020	69	70	180	19	21	359	3846410000000	2630320000000	1888710000000	5057760000000	1645420000000	1483500000000	20953000000000	2759800000000	1444730000000	2660250000000	1073920000000	335442000000	14722700000000	84747000000000

Overview

Variables

Interactions

Correlations

Spearman's ρ

Pearson's r

Kendall's τ

Phik (φk)

Missing values

Sample

First rows

Last rows